Zilliz Cloud vs Redis Vector Store

- ✦ Open Source (Apache 2.0)
- ✦ Distributed Architecture
- ✦ Billion-Scale Vectors

- ✦ HNSW vector index
- ✦ FLAT (exact) vector index
- ✦ Hybrid search (vector + filter)
Zilliz Cloud and Redis Vector Store are both Vector Databases tools. Zilliz Cloud starts at $126/mo, Redis Vector Store at $200/mo. Compare features, pricing, and ratings below to find the best fit for your team.
When to Choose Zilliz Cloud vs Redis Vector Store
The question that matters: “In what situation will I regret choosing A over B after 3 months?”
Milvus scales to trillions of vectors using hierarchical index structures with tiered storage, serving billion-scale collections that exceed single-machine memory limits via Zilliz Cloud managed deployment.
Add vector search to an existing Redis deployment for product recommendations with sub-millisecond response times
Milvus GPU indexing builds IVFPQ indexes on billion-vector collections 10x faster than CPU-only builds, reducing the time from ingestion to searchable index for large-scale embedding pipelines.
Milvus partitions split a collection by tenant key, improving query isolation and allowing partition-level operations like load/release to balance memory usage across a shared cluster.
Store conversation embeddings in Redis and retrieve semantically similar past interactions for context-aware chatbot responses
Compare transaction embeddings against known fraud patterns in real-time at low latency to flag suspicious activity during checkout
Combine Redis caching and vector search in one database, reducing infrastructure complexity for recommendation APIs
Pricing Comparison & PlansHigh· Verified Jul 8, 2026
Free
FreeBest for: Learning & personal projects
- ✓5 GB storage
- ✓2.5M vCUs/mo included
- ✓Up to 5 collections
- ✓Serverless
Standard (Dedicated)
from $126/GB/moBest for: Prototypes & testing (non-critical)
- ✓From $0/mo serverless OR $126/GB-mo dedicated
- ✓Fully managed core APIs
- ✓Backup & restore
- ✓Basic monitoring
- ✓Encryption in transit + at rest
Enterprise (Dedicated)
from $197/moBest for: Production applications
- ✓99.95% uptime SLA
- ✓Audit logs
- ✓SSO (SAML 2.0)
- ✓Granular RBAC
- ✓Multi-replica + elastic scaling
Business Critical
Contact SalesBest for: Healthcare / finance / regulated mission-critical
- ✓Global cluster HA + DR
- ✓CMEK + full-path encryption
- ✓HIPAA-eligible
- ✓Priority support
Redis Cloud Free
FreeBest for: Ideal for testing, development, and small projects to explore Redis capabilities without cost.
- ✓Learning and building test projects
- ✓Enough space to learn Redis concepts
- ✓Develop application prototypes
- ✓Cost-efficient for low-throughput scenarios
Redis Cloud Pro
$200/moBest for: Starting at $200/mo, this plan offers advanced features, high availability, and scalability for production-grade workloads.
- ✓Dedicated VPC infrastructure
- ✓Multi-AZ high availability (optional)
- ✓99.999% uptime SLA
- ✓Active-Active replication (CRDT-based multi-region writes across up to 10 regions)
- ✓Auto-tiering (automatic hot/cold data separation to SSD storage)
Redis Cloud Essentials 250 MB
Contact SalesBest for: Suitable for small-scale applications requiring dedicated resources and predictable performance
- ✓High availability
- ✓Daily backups
- ✓Instant backups
- ✓Suitable for bigger projects or production environments
- ✓Cost-efficient for low-throughput scenarios
Redis Cloud Essentials 1 GB
Contact SalesBest for: Good for growing applications needing more memory and dedicated resources
- ✓High availability
- ✓Daily backups
- ✓Instant backups
- ✓Suitable for bigger projects or production environments
- ✓Cost-efficient for low-throughput scenarios
Redis Cloud Essentials 2.5 GB
Contact SalesBest for: Designed for medium-sized applications with moderate data storage and performance requirements
- ✓High availability
- ✓Daily backups
- ✓Instant backups
- ✓Suitable for bigger projects or production environments
- ✓Cost-efficient for low-throughput scenarios
Redis Cloud Essentials 5 GB
Contact SalesBest for: A robust option for larger applications demanding significant memory and consistent performance
- ✓High availability
- ✓Daily backups
- ✓Instant backups
- ✓Suitable for bigger projects or production environments
- ✓Cost-efficient for low-throughput scenarios
Capability Breakdown
4 differences found across 14 standardized features
- •Open Source (Apache 2.0)
- •Distributed Architecture
- •Billion-Scale Vectors
- •ANNS Algorithms (HNSW, IVF, DiskANN)
- •Hybrid Search
- •GPU Acceleration
- •Multi-vector Search
- •Sparse Vector Support
- •Metadata Filtering
- •Data Partitioning
- •Incremental Indexing
- •Python/Java/Go SDKs
- •Kubernetes Native
- •LangChain Integration
- •Time Travel (data versioning)
- •RBAC
- •HNSW vector index
- •FLAT (exact) vector index
- •Hybrid search (vector + filter)
- •In-memory storage
- •Sub-millisecond latency
- •Redis Cloud managed service
- •Python/Node.js/Java SDKs
- •LangChain/LlamaIndex integration
- •Horizontal scaling via Redis Cluster
- •RDB and AOF persistence
- •Multi-tenancy via keyspaces
- •REST API (Redis Cloud)
- •Vector distance metrics (L2, IP, Cosine)
- •Metadata filtering
Strengths & Limitations
Evaluative strengths and weaknesses: not feature lists
- +CNCF project: battle-tested for billion-scale workloads
- +GPU acceleration and DiskANN for cost-efficient large-scale search
- +Distributed architecture with independent storage/compute scaling
- +Multi-vector search supports complex AI use cases
- −Operational complexity: requires Kubernetes expertise for self-hosted
- −Overkill for small-scale RAG applications
- +Sub-millisecond vector search latency for applications already using Redis
- +No new database to manage if Redis is already in your stack
- +HNSW index delivers high recall with low query latency at moderate scale
- −There are some points where I feel Redis can be improved.
- −There are a few areas where Redis could improve.
- −Redis could improve its efficiency in handling locally stored data, not just Amazon Cloud or Google Cloud.
- −Redis presents a single point of failure and lacks fault tolerance.
- −The product's main purpose is caching, even though the vendor says we can also use it as a persistent database.
At a Glance
Recent Price History
Zilliz Cloud added a new "Standard (Dedicated)" plan at $126/GB/mo
Plan added · Jul 6, 2026
Zilliz Cloud added a new "Enterprise (Dedicated)" plan at $197/mo
Plan added · Jul 6, 2026
Zilliz Cloud added a new "On-demand Compute" plan (Custom pricing)
Plan added · Jul 6, 2026
Zilliz Cloud removed the "Serverless" plan
Plan removed · Jul 6, 2026
Zilliz Cloud removed the "Dedicated Business Critical" plan
Plan removed · Jul 6, 2026
Redis Vector Store removed the "Redis Cloud Flexible / Enterprise" plan
Plan removed · May 30, 2026
Redis Vector Store added a new "Redis Cloud Essentials 250 MB" plan (Custom pricing)
Plan added · May 30, 2026
Redis Vector Store removed the "Redis Cloud Fixed" plan
Plan removed · May 30, 2026
Redis Vector Store added a new "Redis Cloud Essentials 12 GB" plan (Custom pricing)
Plan added · May 30, 2026
Redis Vector Store removed the "Redis Stack (Self-Hosted)" plan
Plan removed · May 30, 2026
Frequently Asked Questions
Related Comparisons
Sources & Data Trail · Zilliz Cloud
- 1.Official Pricing Page·Source of verified tiers(Checked: 2026-07-08)
- 2.Official Website·Official vendor website
- 3.G2·G2 verified reviews · 4.4/5 · 53 reviews
Sources & Data Trail · Redis Vector Store
- 1.Official Pricing Page·Source of verified tiers(Checked: 2026-07-08)
- 2.Official Website·Official vendor website
- 3.G2·G2 verified reviews · 4.4/5
- 4.TrustRadius·TrustRadius verified reviews
- 5.PeerSpot·PeerSpot enterprise peer reviews
